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    MM
    2010
    ACM
    177views Multimedia» more  MM 2010»
    Image tag refinement towards low-rank, content-tag prior and error sparsity
    13 years 7 months ago
    Image tag refinement towards low-rank, content-tag prior and error sparsity
    Download  perception.csl.uiuc.edu
    The vast user-provided image tags on the popular photo sharing websites may greatly facilitate image retrieval and management. However, these tags are often imprecise and/or incom...
    Guangyu Zhu, Shuicheng Yan, Yi Ma
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    IJIT
    2004
    248views Artificial Intelligence» more  IJIT 2004»
    Improving the Convergence of the Backpropagation Algorithm Using Local Adaptive Techniques
    13 years 8 months ago
    Improving the Convergence of the Backpropagation Algorithm Using Local Adaptive Techniques
    Download  www.waset.org
    Since the presentation of the backpropagation algorithm, a vast variety of improvements of the technique for training a feed forward neural networks have been proposed. This articl...
    Z. Zainuddin, N. Mahat, Y. Abu Hassan
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    SDM
    2009
    SIAM
    162views Data Mining» more  SDM 2009»
    Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction.
    14 years 4 months ago
    Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction.
    Download  www.siam.org
    We propose Link Propagation as a new semi-supervised learning method for link prediction problems, where the task is to predict unknown parts of the network structure by using aux...
    Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanish...
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    ECCV
    2008
    Springer
    212views Computer Vision» more  ECCV 2008»
    Efficiently Learning Random Fields for Stereo Vision with Sparse Message Passing
    14 years 9 months ago
    Efficiently Learning Random Fields for Stereo Vision with Sparse Message Passing
    Download  www.cs.grinnell.edu
    As richer models for stereo vision are constructed, there is a growing interest in learning model parameters. To estimate parameters in Markov Random Field (MRF) based stereo formu...
    Jerod J. Weinman, Lam Tran, Christopher J. Pal
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    KDD
    2009
    ACM
    215views Data Mining» more  KDD 2009»
    Large-scale sparse logistic regression
    14 years 7 months ago
    Large-scale sparse logistic regression
    Download  www.public.asu.edu
    Logistic Regression is a well-known classification method that has been used widely in many applications of data mining, machine learning, computer vision, and bioinformatics. Spa...
    Jun Liu, Jianhui Chen, Jieping Ye
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